Structural Robustness of Complex Networks: A Survey of A Posteriori Measures[Feature]

Y Lou, L Wang, G Chen - IEEE Circuits and Systems Magazine, 2023 - ieeexplore.ieee.org
Network robustness is critical for various industrial and social networks against malicious
attacks, which has various meanings in different research contexts and here it refers to the …

Graph vulnerability and robustness: A survey

S Freitas, D Yang, S Kumar, H Tong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The study of network robustness is a critical tool in the characterization and sense making of
complex interconnected systems such as infrastructure, communication and social networks …

[HTML][HTML] Identifying vital edges in Chinese air route network via memetic algorithm

W Du, B Liang, G Yan, O Lordan, X Cao - Chinese Journal of Aeronautics, 2017 - Elsevier
Due to rapid development in the past decade, air transportation system has attracted
considerable research attention from diverse communities. While most of the previous …

An adaptive robustness evolution algorithm with self-competition and its 3d deployment for internet of things

N Chen, T Qiu, Z Lu, DO Wu - IEEE/ACM Transactions on …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) includes numerous sensing nodes that constitute a large scale-free
network. Optimizing the network topology to increase resistance against malicious attacks is …

A learning convolutional neural network approach for network robustness prediction

Y Lou, R Wu, J Li, L Wang, X Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Network robustness is critical for various societal and industrial networks against malicious
attacks. In particular, connectivity robustness and controllability robustness reflect how well a …

Optimal robustness in power grids from a network science perspective

H Tu, Y Xia, HHC Iu, X Chen - IEEE Transactions on Circuits …, 2018 - ieeexplore.ieee.org
In recent years, the frequent occurrences of large-scale blackouts highlight the necessity of
enhancing the robustness of power grids. In this brief, based on the cascading failure model …

Immunization and targeted destruction of networks using explosive percolation

P Clusella, P Grassberger, FJ Pérez-Reche, A Politi - Physical review letters, 2016 - APS
A new method (“explosive immunization”) is proposed for immunization and targeted
destruction of networks. It combines the explosive percolation (EP) paradigm with the idea of …

Improving the network robustness against cascading failures by adding links

XB Cao, C Hong, WB Du, J Zhang - Chaos, Solitons & Fractals, 2013 - Elsevier
In this paper, we explore the network robustness against cascading failures by adding links
to the underlying network structure. Three link-adding strategies are compared, including …

A convolutional neural network approach to predicting network connectedness robustness

Y Lou, R Wu, J Li, L Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To quantitatively measure the connectedness robustness of a complex network, a sequence
of values that record the remaining connectedness of the network after a sequence of node …

Percolation of partially interdependent scale-free networks

D Zhou, J Gao, HE Stanley, S Havlin - Physical Review E, 2013 - APS
We study the percolation behavior of two interdependent scale-free (SF) networks under
random failure of 1-p fraction of nodes. Our results are based on numerical solutions of …